• 제목/요약/키워드: Commercial Vehicle Accident

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K-평균 군집모형 및 순서형 로짓모형을 이용한 버스 사고 심각도 유형 분석 측면부 사고를 중심으로 (Analysis of Bus Accident Severity Using K-Means Clustering Model and Ordered Logit Model)

  • 이인식;이현미;장정아;이용주
    • 자동차안전학회지
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    • 제13권3호
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    • pp.69-77
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    • 2021
  • Although accident data from the National Police Agency and insurance companies do not know the vehicle safety, the damage level information can be obtained from the data managed by the bus credit association or the bus company itself. So the accident severity was analyzed based on the side impact accidents using accident repair cost. K-means clustering analysis separated the cost of accident repair into 'minor', 'moderate', 'severe', and 'very severe'. In addition, the side impact accident severity was analyzed by using an ordered logit model. As a result, it is appeared that the longer the repair period, the greater the impact on the severity of the side impact accident. Also, it is appeared that the higher the number of collision points, the greater the impact on the severity of the side impact accident. In addition, oblique collisions of the angle of impact were derived to affect the severity of the accident less than right angle collisions. Finally, the absence of opponent vehicle and large commercial vehicles involved accidents were shown to have less impact on the side impact accident severity than passenger cars.

KIDAS 사고 통계에서 표준 연령 남녀의 상해 분석 및 해석연구 (Injuries Analysis and Interpretation of Standard Age and Sex in KIDAS Accident Statistics)

  • 박지양;윤영한
    • 자동차안전학회지
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    • 제11권1호
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    • pp.30-35
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    • 2019
  • KIDAS (Korean In-Depth Accident Study) is a data structure of accident investigation type, vehicle breakage and human injury database. A consortium of research institutes, universities, and medical institutions has been established and operated. KIDAS has the strongest difference from the TAAS (Traffic Accident Analysis System), which is the data of the National Police Agency, that it can grasp the injury information of passengers. In this study, the mean age and weight of the most frequent accident types in the KIDAS accident statistics were calculated to determine the degree of injury according to gender. Through the MADYMO analysis, it is aimed to grasp the difference of dummy injury using commercial dummy models and scaling models are currently used.

토지이용과 차종에 근거한 원형교차로 사고분석 및 논의 (Accident Analysis and Discussion of Circular Intersections based on Land Use and Vehicle Type)

  • 이민영;박병호
    • 한국도로학회논문집
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    • 제20권2호
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    • pp.75-85
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    • 2018
  • PURPOSES : This study aimed to analyze traffic accidents at circular intersections, and discuss accident reduction strategies based on land use and vehicle type. METHODS : Traffic accident data from 2010 to 2014 were collected from the "traffic accident analysis system" (TAAS) data set of the Road Traffic Authority. To develop the accident rate model, a multiple linear regression model was used. Explanatory variables such as geometry and traffic volume were used to develop the models. RESULTS : The main results of the study are as follows. First, it was found that the null hypotheses that land use and vehicle type do not affect the accident rate should be rejected. Second, 16 accident rate models, which are statistically significant (with high $R^2$ values), were developed. Finally, the area of the central island, number of speed humps, entry lane width, circulatory roadway width, bus stops, and pedestrian crossings were analyzed to determine their effect on accidents according to the type of land use and vehicle. CONCLUSIONS : Through the developed accident rate models, it was revealed that the accident factors at circular intersections changed depending on land use and vehicle type. Thus, selecting the appropriate location of bus stops for trucks, widening entry lanes for cars, and installing splitter islands and optimal lighting for motorcycles were determined to be important for reducing the accident rate. Additionally, the evaluation showed that commercial and mixed land use had a weaker effect on accidents than residential land use.

상용 ESC 평가 시뮬레이션을 위한 국내 고속도로 진출입로 연구 (A Study on the Highway Ramp Section for Simulation of Commercial Vehicle ESC Assesment)

  • 이홍국;박중영;장경진;서이정;유송민
    • 자동차안전학회지
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    • 제6권2호
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    • pp.23-28
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    • 2014
  • Commercial vehicle ESC assessment for curvature road was conducted. The previous study of ESC activation condition for losing controllability utilizing the test protocols of double lane change and sine with dwell method was conducted without considering the geometric complexity of roadway design. Since critical rollover accidents were frequently observed in the exit ramp zone, variety of curve, slope and bank have been added for analysis conditions. Detailed feature of the ramp including location, dimension and design characteristics have been analyzed from the typical trumpet type ramp design. Analyzing accident data from 2008, two specific ramps have been selected due to their complexity in design and severity in steering operation.

사업용 화물자동차 운행특성에 따른 위험운전행동 및 교통사고 위험도 분석 연구 (A Study on the Analysis of Dangerous Driving Behavior and Traffic Accident Risk according to the Operation Characteristics of Commercial Freight Vehicles)

  • 박진수;이수범;박준태
    • 한국ITS학회 논문지
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    • 제21권2호
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    • pp.152-166
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    • 2022
  • 본 연구에서는 본 연구에서는 사고원인 및 예방이론을 적용하여 사업용 화물자동차의 운행특성과 위험운전행동 및 교통사고 위험성 간의 인과관계를 분석하였다. 사업용 화물자동차 운전자 303명을 대상으로 운전자별 근무특성, 운전경력, 운전능력, 운전심리, 차량특성(크기), 위험운전행동, 교통사고와 관련된 자료를 수집하였으며 근무특성 및 위험운전행동에 관한 자료는 운전자가 제출한 디지털운행기록을 활용하고 교통사고 자료는 실제 교통사고를 반영하기 위해 보험사고 자료를 활용하였다. 다수의 독립변수와 종속변수 간의 인과관계를 동시에 분석하기 위해 구조방정식 모형을 구축하고 모형 적합도 지수를 활용하여 모형을 검증하였다. 4가지 위험운전행동(급감속, 급가속, 급추월, 급정지)이 교통사고와 연관성이 높은 그룹으로 분석되었다. 소형 화물자동차, 운전능력이 부족한 운전자, 위험운전행동이 많은 운전자에 대한 안전관리 대책 마련 및 집중관리가 필요한 것으로 판단된다.

영업차량에서의 궤도비틀림 검측 방안 연구 (Track Irregularity Inspection Method for Commercial Vehicle)

  • 이찬우;최은영
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2003년도 춘계학술대회 논문집
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    • pp.768-773
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    • 2003
  • The inspection of track irregularity, which is the most important index for the evaluation of the dynamic safety of the rolling stock, is performed by setting up the testing train set. The self-diagnosis for the various rolling stocks and railways can be obtained if it is possible to take the simultaneous inspection of track irregularity for the commercial vehicle while it is running and to build up a dynamic safety evaluation system. It is expected to have some good effects, such as preventing accident with the low dynamic safety, cutting cost for the testing train set and evaluating the exact influence on the rolling stock and railway. In this study, innertial measuring method, which allows us to directly measure the track irregularity from the commercial vehicle, will be considered and some overseas cases will be explored as well.

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공기 유압식 브레이크 라인 파손 사례 및 파손 분석 연구 (A Case Study on Failure and Analysis of Air Over Hydraulic Brake Line)

  • 박정만;박종진
    • 자동차안전학회지
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    • 제12권2호
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    • pp.47-55
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    • 2020
  • In this case study, the brake line failure of air over hydraulic(AOH) brake system is described. AOH brake system is applied to commercial vehicles between 5 to 8 tons. It consists of a hydraulic system using compressed air and operates the air master to form hydraulic pressure to transfer braking power to the wheels. When the brake lines of the system applied to vehicles with high load capacity are damaged, the braking force of one shaft is lost, and the braking distance increases rapidly, leading to a big accident. Failure of the brake line occurs due to various causes such as road surface fragmentation, corrosion of the line, and aged deterioration of air brake hose. The braking force could be decreased even when a very small break in the form of a pin-hole occurs. However, it is difficult to find a part where the thickness of the line is thin due to stone pecking or corrosion generated in the pin-hole formed on the brake line located under the lower part of the vehicle by the sensory evaluation or the conventional braking force test. Accordingly, it is necessary to analyze the condition and cause of the failure of the brake line more precisely when the accident investigation of the heavy vehicles, and also to examine the necessity of the advanced test for the aged brake line.

고정벽을 활용한 차대차 경사충돌 재현 (Utilization of Rigid Barrier to Simulate Car to Car Crash of Two Identical Vehicles)

  • 배준석;김호;소영명
    • 자동차안전학회지
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    • 제14권4호
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    • pp.21-26
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    • 2022
  • Commercial use of autonomous vehicles is to come soon. So far most of responsibility of the accident is on the human driver with conventional vehicles whereas that will be on the car OEM and transportation related organizations with autonomous vehicles, which asks car OEM's and government to do vast study of car crash in various conditions. Test protocols need amendment and to be newly enacted to reflect new findings from the study aforementioned. Rigid stationary barrier and moving or stationary deformable barrier as well as car to car test which is same as actual accident can be utilized to simulate the crash happening on the road. Among those 3 test methods, rigid stationary barrier is most economic and has good repeatability. Limitation as well as advantage of the rigid stationary barrier is studied through comparison between car to car crash and oblique rigid barrier crash.

운수업체의 안전관리를 통한 교통사고 감소 효과분석 (천사 2020 프로젝트를 중심으로) (Accident Reduction Effectiveness of Safety Management Programs for a Commercial Transport Company)

  • 정상호;오영태
    • 대한교통학회지
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    • 제29권4호
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    • pp.53-62
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    • 2011
  • 본 연구는 운수업체에 대한 안전관리 시행에 따른 교통사고 감소효과 분석을 목적으로 수행되었다. 이를 위해 운수업체에 대한 안전관리 시행 전 후 비교 및 비교대상그룹과의 교통사고지수 변화량의 차이를 분석하였고, 안전관리를 통한 순수한 시행효과 분석을 위해 운수업체의 교통사고 사고지수 변화 트렌드 및 평균회귀량을 산출하여 제거해주는 방법을 이용하였다. 본 연구결과를 종합해 보면, 운수업체에 대한 안전관리는 전반적으로 운수업체의 교통사고예방에 기여효과가 있는 것으로 나타났으며, 이러한 효과는 안전관리 강도별, 운수업체 규모별로는 차이가 있는 반면 업종별로는 유의한 차이를 나타내지 않았고, 이들 조합에 따른 상호간 영향을 미치는 것으로 나타났다. 따라서 향후 운수업체에 대한 안전관리의 효율성을 높이기 위해서는 안전관리방식의 동일한 적용이 아닌 업체규모와 연계한 안전관리방식의 개발 및 적용이 필요하다.

화물차량 부착 중량센서 적용을 통한 운행패턴 및 과적 예방 효과 분석 (An Effectiveness Analysis of Commercial Vehicle's Loading Pattern and Prevention of Overloading with On-board Truck Weight Sensors)

  • 김종우;조윤범;정영우
    • 한국ITS학회 논문지
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    • 제17권6호
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    • pp.153-172
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    • 2018
  • 화물차량의 과적은 도로 포장의 파손 및 교량 등 도로구조물의 파괴, 대형 교통사고 발생 등의 주요한 원인 중 하나로서 오랜 시간동안 도로 교통 분야에서 중요한 연구분야였다. 본 연구에서는 과적 문제 해결을 위해 급속도로 발전하는 IT 및 빅데이터 활용기술을 접목하여 화물차량의 과적운행패턴 분석 및 차체부착중량계중시스템를 활용한 과적예방 효과를 분석하였다. 이를 위해 기존 화물차량과적 관련 문헌 조사와 상용 차체부착중량계중시스템 기술 조사를 진행하였으며, 과적적발 정보 분석을 통해서 대표적인 과적차량의 유형을 선정하였다. 과적유형에 맞는 차량을 10대 선정, 차체부착중량계중시스템을 설치함으로써 화물차량의 정보를 실시간으로 모니터링하여 연구 데이터를 수집하였다. 화물차량의 축중량과 총중량 데이터는 상하차 작업횟수 대비 과적비율 등으로 분석하였으며, 차체부착중량계중시스템 유무에 따른 그 변화추이를 확인하여 차체부착중량계중시스템 적용의 과적예방효과를 확인할 수 있었다. 다만, 시험차량 표본수가 전체를 대표할 수 있을 정도로 충분하지 못하기 때문에 향후 확대 시험을 통해서 추가적인 연구가 가능할 것으로 판단된다.